In this category of blog posts, I discuss how I have automated frequently used Python Scripts, PowerShell Codes, and PowerBI reports.
ChatGPT is a state-of-the-art natural language processing (NLP) model developed by OpenAI that is designed to generate human-like text based on a given prompt. This revolutionary technology has the potential to transform the way we interact with artificial intelligence (AI) and could play a significant role in shaping the future of the field. One of the …
DECISION TREE VS. LOGISTIC REGRESSION – WHEN TO USE WHAT? Decision Tree and logistic regression are two popular machine learning algorithms that are often used for classification tasks. While both approaches can be effective in certain situations, they have a number of important differences that make them more suitable for certain types of problems. One of the main …
Auto machine learning (AutoML) is a relatively new field that aims to make the process of building and deploying machine learning models more efficient and accessible to a wider range of users. By automating many of the steps involved in the machine learning process, AutoML allows even those with limited technical expertise to build and deploy powerful …
The pandas library has a powerful set of tools for working with dates and times, located in the datetime module. In this blog post, we’ll explore some of the ways that you can use this module to manipulate and analyze datetime data in your pandas DataFrames. CREATING DATETIME OBJECTS One of the first things you might want to do when working …
Virtual environments are an important tool for Python developers as they allow you to create isolated environments for your Python projects. This means that you can have multiple projects on your computer, each with their own dependencies and packages, without any conflicts. In this essay, we will highlight some of the main benefits of using virtual environments in Python. One …
Virtual Environment | A Necessity For Data Science Algorithms Read More »
H2O AutoML is a powerful tool for automating the machine learning process, including model selection and hyperparameter optimization. It provides a range of models for different types of data and prediction tasks. Here are some key models available in H2O AutoML: 1. GENERALIZED LINEAR MODELS Generalized linear models (GLMs) are a class of models that can be …
KEY H2O AUTOML MODELS TO MASTER FOR DATA SCIENTISTS Read More »
Pandas Pandas is a powerful library for data analysis and manipulation. It provides a wide range of tools and functions for working with structured data, and is widely used in the data science community. Here are some of the top uses of Python Pandas: 1. DATA CLEANING AND PREPARATION One of the most common tasks in …
As we enter the new year, it’s important to constantly update and improve our skills to stay competitive in the job market. Here are some top skills to consider learning in 2023: 1. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING Artificial intelligence and machine learning continue to be in high demand across a variety of industries. From …
Django is a popular web framework for building dynamic, database-driven websites with Python. If you want to host your Django website online, there are many free hosting platforms available. Here are the top ten free Django hosting platforms you can consider: PythonAnywhere: PythonAnywhere is a hosting platform specifically designed for Python web applications. It provides a range of …
Power BI and Python are both powerful tools for data analysis and visualization, but they are designed for different purposes and may be more appropriate in different situations. Here are some factors to consider when deciding whether to use Power BI or Python: The complexity of the analysis: Power BI is designed to be user-friendly and easy to use, …
Microsoft’s PowerBI Vs. Python | What Do I Use And When? Read More »
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